GitHub user BryanCutler opened a pull request:

    https://github.com/apache/spark/pull/9087

    [SPARK-10959] [PYSPARK] StreamingLogisticRegressionWithSGD does not t…

    …rain with given regParam and StreamingLinearRegressionWithSGD intercept 
param is not in correct position.
    
    regParam was being passed into the StreamingLogisticRegressionWithSGD 
constructor, but not transferred to the call for model training. The param is 
added as a named argument to the call.  For StreamingLinearRegressionWithSGC 
the intercept parameter was not in the correct position and was being passed in 
as the regularization value.

You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/BryanCutler/spark 
StreamingSGD-convergenceTol-bug-10959-branch-1.5

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/spark/pull/9087.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #9087
    
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commit e97e6913042e4309e17759519a6b6cd6bdfb4c91
Author: Bryan Cutler <[email protected]>
Date:   2015-10-13T04:04:45Z

    [SPARK-10959] [PYSPARK] StreamingLogisticRegressionWithSGD does not train 
with given regParam and StreamingLinearRegressionWithSGD intercept param is not 
in correct position

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